Evolutionary Algorithms Swarm Dynamics and Complex Networks is popular PDF and ePub book, written by Ivan Zelinka in 2017-11-25, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Evolutionary Algorithms Swarm Dynamics and Complex Networks can be Read Online from any device for your convenience.
Evolutionary Algorithms Swarm Dynamics and Complex Networks Book PDF Summary
Evolutionary algorithms constitute a class of well-known algorithms, which are designed based on the Darwinian theory of evolution and Mendelian theory of heritage. They are partly based on random and partly based on deterministic principles. Due to this nature, it is challenging to predict and control its performance in solving complex nonlinear problems. Recently, the study of evolutionary dynamics is focused not only on the traditional investigations but also on the understanding and analyzing new principles, with the intention of controlling and utilizing their properties and performances toward more effective real-world applications. In this book, based on many years of intensive research of the authors, is proposing novel ideas about advancing evolutionary dynamics towards new phenomena including many new topics, even the dynamics of equivalent social networks. In fact, it includes more advanced complex networks and incorporates them with the CMLs (coupled map lattices), which are usually used for spatiotemporal complex systems simulation and analysis, based on the observation that chaos in CML can be controlled, so does evolution dynamics. All the chapter authors are, to the best of our knowledge, originators of the ideas mentioned above and researchers on evolutionary algorithms and chaotic dynamics as well as complex networks, who will provide benefits to the readers regarding modern scientific research on related subjects.
Detail Book of Evolutionary Algorithms Swarm Dynamics and Complex Networks PDF
- Author : Ivan Zelinka
- Release : 25 November 2017
- Publisher : Springer
- ISBN : 9783662556634
- Genre : Technology & Engineering
- Total Page : 322 pages
- Language : English
- PDF File Size : 18,7 Mb
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